Face Recognition and Matching using YOLO and Facenet512

Tanveer Singh

๐—™๐—ฎ๐—ฐ๐—ฒ ๐——๐—ฒ๐˜๐—ฒ๐—ฐ๐˜๐—ถ๐—ผ๐—ป & ๐— ๐—ฎ๐˜๐—ฐ๐—ต๐—ถ๐—ป๐—ด: Uses YOLOv8 for face detection and DeepFace with FaceNet512 for verification, useful for tasks like identity verification and attendance purposes.
๐—ช๐—ฒ๐—ฏ ๐—œ๐—ป๐˜๐—ฒ๐—ฟ๐—ณ๐—ฎ๐—ฐ๐—ฒ: Users enter two image URLs via an HTML form to compare faces.
๐—™๐—ฎ๐˜€๐˜๐—”๐—ฃ๐—œ ๐—•๐—ฎ๐—ฐ๐—ธ๐—ฒ๐—ป๐—ฑ: Processes images, detects faces, and compares them for matching results.
๐—ข๐—ฟ๐—ถ๐—ฒ๐—ป๐˜๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—–๐—ผ๐—ฟ๐—ฟ๐—ฒ๐—ฐ๐˜๐—ถ๐—ผ๐—ป: Automatically adjusts image orientation to improve detection accuracy.
๐—จ๐˜€๐—ฎ๐—ด๐—ฒ: Enter URLs, click "Compare," and receive "Faces match" or "Faces do not match."
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Posted Nov 21, 2024

Built a YOLOv8 and FaceNet512-based system for face detection, matching, and attendance tracking, featuring a user-friendly web interface.

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